Triple
T2901515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Père Goriot |
E62662
|
entity |
| Predicate | containsCharacter |
P5716
|
FINISHED |
| Object |
Bianchon
Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
|
E310123
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bianchon | Statement: [Le Père Goriot, containsCharacter, Bianchon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bianchon Context triple: [Le Père Goriot, containsCharacter, Bianchon]
-
A.
Monsieur Bonacieux
Monsieur Bonacieux is a minor but pivotal character in Alexandre Dumas' novel "The Three Musketeers," known as Constance Bonacieux's older, miserly husband and d'Artagnan's landlord in Paris.
-
B.
Monsieur St. Aubert
Monsieur St. Aubert is the gentle, virtuous father of Emily in Ann Radcliffe’s Gothic novel "The Mysteries of Udolpho," whose wisdom and sensitivity deeply shape her character and values.
-
C.
Firmin
Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
-
D.
Étienne
Étienne is the given first name of the French Symbolist poet Stéphane Mallarmé.
-
E.
Firmin Bourgeois
Firmin Bourgeois was a 19th-century French architect best known for designing the Musée de l’Orangerie in Paris.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bianchon Triple: [Le Père Goriot, containsCharacter, Bianchon]
Generated description
Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bianchon Target entity description: Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
-
A.
Monsieur Bonacieux
Monsieur Bonacieux is a minor but pivotal character in Alexandre Dumas' novel "The Three Musketeers," known as Constance Bonacieux's older, miserly husband and d'Artagnan's landlord in Paris.
-
B.
Monsieur St. Aubert
Monsieur St. Aubert is the gentle, virtuous father of Emily in Ann Radcliffe’s Gothic novel "The Mysteries of Udolpho," whose wisdom and sensitivity deeply shape her character and values.
-
C.
Firmin
Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
-
D.
Étienne
Étienne is the given first name of the French Symbolist poet Stéphane Mallarmé.
-
E.
Firmin Bourgeois
Firmin Bourgeois was a 19th-century French architect best known for designing the Musée de l’Orangerie in Paris.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ab4c3e070c8190b78d3d2c005876dd |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abe0b261c081909b66b21520b4731b |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0560300548190879d148ec1791e7a |
completed | March 10, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69b05e6fa8b481908b7bb9fbcf780aa8 |
completed | March 10, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0621fe39c819098839b585ebbdb10 |
completed | March 10, 2026, 6:25 p.m. |
Created at: March 6, 2026, 10:10 p.m.